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REFORMS: Consensus-based Recommendations for Machine-learning-based Science.
Kapoor S, Cantrell EM, Peng K, Pham TH, Bail CA, Gundersen OE, Hofman JM, Hullman J, Lones MA, Malik MM, Nanayakkara P, Poldrack RA, Raji ID, Roberts M, Salganik MJ, Serra-Garcia M, Stewart BM, Vandewiele G, Narayanan A. Kapoor S, et al. Among authors: salganik mj. Sci Adv. 2024 May 3;10(18):eadk3452. doi: 10.1126/sciadv.adk3452. Epub 2024 May 1. Sci Adv. 2024. PMID: 38691601 Free PMC article. Review.
Predicting the future of society.
Salganik MJ. Salganik MJ. Nat Hum Behav. 2023 Apr;7(4):478-479. doi: 10.1038/s41562-023-01535-7. Nat Hum Behav. 2023. PMID: 36759587 No abstract available.
The origins of unpredictability in life outcome prediction tasks.
Lundberg I, Brown-Weinstock R, Clampet-Lundquist S, Pachman S, Nelson TJ, Yang V, Edin K, Salganik MJ. Lundberg I, et al. Among authors: salganik mj. Proc Natl Acad Sci U S A. 2024 Jun 11;121(24):e2322973121. doi: 10.1073/pnas.2322973121. Epub 2024 Jun 4. Proc Natl Acad Sci U S A. 2024. PMID: 38833466
Consensus-based guidance for conducting and reporting multi-analyst studies.
Aczel B, Szaszi B, Nilsonne G, van den Akker OR, Albers CJ, van Assen MA, Bastiaansen JA, Benjamin D, Boehm U, Botvinik-Nezer R, Bringmann LF, Busch NA, Caruyer E, Cataldo AM, Cowan N, Delios A, van Dongen NN, Donkin C, van Doorn JB, Dreber A, Dutilh G, Egan GF, Gernsbacher MA, Hoekstra R, Hoffmann S, Holzmeister F, Huber J, Johannesson M, Jonas KJ, Kindel AT, Kirchler M, Kunkels YK, Lindsay DS, Mangin JF, Matzke D, Munafò MR, Newell BR, Nosek BA, Poldrack RA, van Ravenzwaaij D, Rieskamp J, Salganik MJ, Sarafoglou A, Schonberg T, Schweinsberg M, Shanks D, Silberzahn R, Simons DJ, Spellman BA, St-Jean S, Starns JJ, Uhlmann EL, Wicherts J, Wagenmakers EJ. Aczel B, et al. Among authors: salganik mj. Elife. 2021 Nov 9;10:e72185. doi: 10.7554/eLife.72185. Elife. 2021. PMID: 34751133 Free PMC article.
Integrating explanation and prediction in computational social science.
Hofman JM, Watts DJ, Athey S, Garip F, Griffiths TL, Kleinberg J, Margetts H, Mullainathan S, Salganik MJ, Vazire S, Vespignani A, Yarkoni T. Hofman JM, et al. Among authors: salganik mj. Nature. 2021 Jul;595(7866):181-188. doi: 10.1038/s41586-021-03659-0. Epub 2021 Jun 30. Nature. 2021. PMID: 34194044
Computational social science: Obstacles and opportunities.
Lazer DMJ, Pentland A, Watts DJ, Aral S, Athey S, Contractor N, Freelon D, Gonzalez-Bailon S, King G, Margetts H, Nelson A, Salganik MJ, Strohmaier M, Vespignani A, Wagner C. Lazer DMJ, et al. Among authors: salganik mj. Science. 2020 Aug 28;369(6507):1060-1062. doi: 10.1126/science.aaz8170. Science. 2020. PMID: 32855329 No abstract available.
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